Design and Implementation of AI Based Efficient Emotion Detection and Music Recommendation System
Saurabh Kumar, Rohan Kumar Nandi, Shashwat Roy, Argha Sarkar · 2023
In recent times, with the development and operation of big data, deep learning has taken more and more attention. As deep learning neural network, a convolutional neural network plays an extremely important part in face image recognition. In this paper, a combination of expression recognition technology of an convolutional neural network and automatic music recommendation algorithm is developed to identify a model that recognizes facial expressions and recommends music according to corresponding mood. The facial expression recognition model established in this paper uses FER2013 with a recognition rate of 62.1. After relating the matching expression, a content- grounded music recommendation algorithm is used to prize the point vector of the song and a cosine similarity algorithm is used to make the music recommendation. This exploration helps to ameliorate the practicality of the music recommendation system, and the affiliated results will also serve as a reference for the operation of the music recommendation system in areas similar as emotion parameter.